Show Notes
Parker breaks down the Vibe AI Design Agents wave, shares practical stacks and memory patterns, and sketches a path from contract work to a scalable Vibe Marketing/SAS play. Short, punchy, and action-focused for daily watchers.
Vibe AI Design Agents and the wave
- Multi-agent workflows: plan mode vs act mode to boost output and quality.
- The core idea: leverage AI agents to handle planning, execution, and iteration in design and code.
- It’s not just hype—look for scalable patterns you can reuse (memory, project briefs, artifact-driven prompts).
Stacks and guardrails: picking and sticking
- Don’t chase shiny objects. Pick one stack and optimize it.
- Suggested baseline stack (practical for beginners to intermediate): terminal, Cursor (memory/agent context), and GitHub Copilot (workspaces enabled in one area/branch).
- Don’t flip between tools daily: depth over breadth accelerates shipping.
- When new models drop (Gemini, Windsurf, etc.), test briefly but rely on a stable core for real work.
Memory, planning, and project briefs
- Memory Bank: a persistent, self-documenting memory within your codebase to avoid cold starts.
- Project Brief (spec prompt): the thinking through “why” and “what” before you touch code.
- System patterns and active context: Cursor’s memory features help keep state and insights across sessions.
- Practical result: faster onboarding for new tasks and higher-quality context for agents.
The trend curve: niche roots to mainstream momentum
- Vibe coding started small on GitHub/X and is now bleeding into broader media channels.
- Klein and Cursor are early movers; expect incumbents to adopt analogous patterns.
- The vibe: multi-agent flows and automated content/marketing loops—not just nerdy tooling.
The business path to 100K/month: contracts, SAS, and leverage
- History recap: multiple pivots, some high-cost bets, and a shift toward leverage-driven income.
- Core move: trade volume for quality by targeting higher-value contracts and scalable offerings.
- Content and community as leverage: build audience, then convert to better clients and offerings.
- Long-term vision: a SAS layer around agentic tooling, fed by a high-signal community.
Product ideas and the monetization pivot
- Vibe Marketing / “Trouble Free” concept: a platform to turn vibe coding into marketable services.
- A potential Vibe Code App: drop your codebase, let agents read context, and automate fixes/optimizations.
- Agentic workflow modules: RCA, planner, and doer separated to optimize reliability and speed.
- Pool Suite / getiv.com: modular ecosystem for agent-driven design and automation.
- Hosting/education: Vibe with AI school to train and onboard paying members.
Build workflows: content pipelines and automation
- Content RSS to classifier to top-three selector: automate background reading and distill value.
- Crawl and summarize: convert fed articles into usable summaries for social or editorial outputs.
- Production cadence: 3- or 4-step automated loop to generate and publish consistent content.
- Practical tip: lean on Make or lightweight pipelines to avoid heavy coding overhead early on.
Media experiments: AI-generated visuals and JSON loops
- Image generation with JSON prompts: aim to produce editable, structured outputs (JSON) from visuals.
- Flow: generate image → extract JSON descriptor → refine prompts → regenerate.
- Benefit: faster, repeatable visuals for branding, posts, and product demos.
- Takeaway: treat visuals as data you can directly manipulate with prompts and memory.
Actionable takeaways
- Pick one AI stack and ship. Don’t bounce between five tools; mastery beats novelty.
- Build a memory-first workflow: use a memory bank and a project brief for every new task.
- Treat planning and doing with different models (plan with a capable planning model, act with a practical coding/execution model).
- Invest in a high-signal community and paid offerings to accelerate growth and quality clients.
- Prototype a “Vibe Marketing” service or product so you can demo leverage at scale, then iterate.
Links
If you’ve got questions, drop them in the comments and I’ll answer them in the next update. Want to collaborate on a Vibe Code app? Say “Let’s build that together” and I’ll DM you to loop in.